Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 1257 |
| Missing cells | 2 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 157.2 KiB |
| Average record size in memory | 128.1 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 4 |
APACHE II is highly overall correlated with Group and 3 other fields | High correlation |
Group is highly overall correlated with APACHE II | High correlation |
LOS-ICU is highly overall correlated with APACHE II and 1 other fields | High correlation |
LymC is highly overall correlated with NLCR and 1 other fields | High correlation |
Mortality is highly overall correlated with APACHE II and 1 other fields | High correlation |
NLCR is highly overall correlated with LymC | High correlation |
NeuC is highly overall correlated with WBCC | High correlation |
SOFA is highly overall correlated with APACHE II and 2 other fields | High correlation |
WBCC is highly overall correlated with LymC and 1 other fields | High correlation |
Mortality is highly imbalanced (52.3%) | Imbalance |
SOFA has 464 (36.9%) zeros | Zeros |
EOC has 459 (36.5%) zeros | Zeros |
MPV has 19 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-19 09:46:48.730595 |
|---|---|
| Analysis finished | 2024-12-19 09:47:30.981820 |
| Duration | 42.25 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
Age
Real number (ℝ)
| Distinct | 81 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.505967 |
| Minimum | 18 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 41 |
| median | 58 |
| Q3 | 71 |
| 95-th percentile | 86 |
| Maximum | 99 |
| Range | 81 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 19.235512 |
|---|---|
| Coefficient of variation (CV) | 0.3404156 |
| Kurtosis | -0.85544819 |
| Mean | 56.505967 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.16781408 |
| Sum | 71028 |
| Variance | 370.00494 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59 | 41 | 3.3% |
| 58 | 35 | 2.8% |
| 63 | 32 | 2.5% |
| 69 | 30 | 2.4% |
| 64 | 29 | 2.3% |
| 51 | 28 | 2.2% |
| 60 | 27 | 2.1% |
| 80 | 27 | 2.1% |
| 62 | 26 | 2.1% |
| 65 | 25 | 2.0% |
| Other values (71) | 957 |
| Value | Count | Frequency (%) |
| 18 | 7 | |
| 19 | 13 | |
| 20 | 10 | |
| 21 | 8 | |
| 22 | 16 | |
| 23 | 15 | |
| 24 | 13 | |
| 25 | 11 | |
| 26 | 14 | |
| 27 | 13 |
| Value | Count | Frequency (%) |
| 99 | 1 | 0.1% |
| 98 | 3 | 0.2% |
| 97 | 1 | 0.1% |
| 96 | 3 | 0.2% |
| 95 | 1 | 0.1% |
| 94 | 6 | |
| 92 | 1 | 0.1% |
| 91 | 1 | 0.1% |
| 90 | 5 | |
| 89 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | E |
|---|---|
| 2nd row | E |
| 3rd row | K |
| 4th row | E |
| 5th row | E |
Common Values
| Value | Count | Frequency (%) |
| E | 744 | |
| K | 512 | |
| (Missing) | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| e | 744 | |
| k | 512 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 744 | |
| K | 512 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1256 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 744 | |
| K | 512 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1256 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 744 | |
| K | 512 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1256 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 744 | |
| K | 512 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.5270701 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | EC |
Common Values
| Value | Count | Frequency (%) |
| EC | 616 | |
| M | 594 | |
| AC | 46 | 3.7% |
| (Missing) | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ec | 616 | |
| m | 594 | |
| ac | 46 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 662 | |
| E | 616 | |
| M | 594 | |
| A | 46 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1918 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| C | 662 | |
| E | 616 | |
| M | 594 | |
| A | 46 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1918 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| C | 662 | |
| E | 616 | |
| M | 594 | |
| A | 46 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1918 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| C | 662 | |
| E | 616 | |
| M | 594 | |
| A | 46 | 2.4% |
APACHE II
Real number (ℝ)
High correlation 
| Distinct | 45 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.336516 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 6 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 11 |
| Q3 | 18 |
| 95-th percentile | 30 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.2097626 |
|---|---|
| Coefficient of variation (CV) | 0.61558528 |
| Kurtosis | 0.70790712 |
| Mean | 13.336516 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.99969371 |
| Sum | 16764 |
| Variance | 67.400202 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 102 | 8.1% |
| 10 | 91 | 7.2% |
| 9 | 84 | 6.7% |
| 7 | 78 | 6.2% |
| 8 | 70 | 5.6% |
| 16 | 62 | 4.9% |
| 11 | 59 | 4.7% |
| 14 | 58 | 4.6% |
| 12 | 53 | 4.2% |
| 18 | 51 | 4.1% |
| Other values (35) | 549 |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.5% |
| 1 | 6 | 0.5% |
| 2 | 8 | 0.6% |
| 3 | 44 | |
| 4 | 50 | |
| 5 | 102 | |
| 6 | 47 | |
| 7 | 78 | |
| 8 | 70 | |
| 9 | 84 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.1% |
| 47 | 1 | 0.1% |
| 46 | 1 | 0.1% |
| 44 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 39 | 2 | |
| 38 | 3 | |
| 37 | 1 | 0.1% |
| 36 | 4 | |
| 35 | 3 |
SOFA
Real number (ℝ)
High correlation  Zeros 
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5823389 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 464 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2538228 |
|---|---|
| Coefficient of variation (CV) | 1.2600294 |
| Kurtosis | 1.7818887 |
| Mean | 2.5823389 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5206715 |
| Sum | 3246 |
| Variance | 10.587363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 464 | |
| 2 | 197 | |
| 1 | 171 | 13.6% |
| 3 | 88 | 7.0% |
| 4 | 61 | 4.9% |
| 5 | 58 | 4.6% |
| 6 | 47 | 3.7% |
| 7 | 42 | 3.3% |
| 8 | 36 | 2.9% |
| 10 | 26 | 2.1% |
| Other values (7) | 67 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 464 | |
| 1 | 171 | 13.6% |
| 2 | 197 | |
| 3 | 88 | 7.0% |
| 4 | 61 | 4.9% |
| 5 | 58 | 4.6% |
| 6 | 47 | 3.7% |
| 7 | 42 | 3.3% |
| 8 | 36 | 2.9% |
| 9 | 21 | 1.7% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.1% |
| 15 | 4 | 0.3% |
| 14 | 5 | 0.4% |
| 13 | 6 | 0.5% |
| 12 | 16 | 1.3% |
| 11 | 14 | 1.1% |
| 10 | 26 | |
| 9 | 21 | |
| 8 | 36 | |
| 7 | 42 |
CRP
Real number (ℝ)
| Distinct | 609 |
|---|---|
| Distinct (%) | 48.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1850835 |
| Minimum | 0 |
|---|---|
| Maximum | 52.05 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.7 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 24.844 |
| Maximum | 52.05 |
| Range | 52.05 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 8.241324 |
|---|---|
| Coefficient of variation (CV) | 1.3324515 |
| Kurtosis | 6.1042033 |
| Mean | 6.1850835 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 2.2788473 |
| Sum | 7774.65 |
| Variance | 67.919421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 42 | 3.3% |
| 0.4 | 42 | 3.3% |
| 0.3 | 38 | 3.0% |
| 0.1 | 34 | 2.7% |
| 0.5 | 33 | 2.6% |
| 0.7 | 28 | 2.2% |
| 1.2 | 27 | 2.1% |
| 1 | 25 | 2.0% |
| 0.6 | 22 | 1.8% |
| 0.9 | 18 | 1.4% |
| Other values (599) | 948 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01 | 2 | 0.2% |
| 0.02 | 4 | |
| 0.03 | 3 | |
| 0.04 | 2 | 0.2% |
| 0.05 | 4 | |
| 0.06 | 4 | |
| 0.07 | 5 | |
| 0.08 | 4 | |
| 0.09 | 4 |
| Value | Count | Frequency (%) |
| 52.05 | 1 | |
| 51.5 | 1 | |
| 50.53 | 1 | |
| 50.1 | 1 | |
| 47.46 | 1 | |
| 46.2 | 1 | |
| 45.8 | 1 | |
| 44.2 | 1 | |
| 43.4 | 1 | |
| 42.62 | 1 |
WBCC
Real number (ℝ)
High correlation 
| Distinct | 925 |
|---|---|
| Distinct (%) | 73.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.767942 |
| Minimum | 0.6 |
|---|---|
| Maximum | 51.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 4.032 |
| Q1 | 7.74 |
| median | 10.79 |
| Q3 | 14.89 |
| 95-th percentile | 22.19 |
| Maximum | 51.08 |
| Range | 50.48 |
| Interquartile range (IQR) | 7.15 |
Descriptive statistics
| Standard deviation | 5.9623405 |
|---|---|
| Coefficient of variation (CV) | 0.50665958 |
| Kurtosis | 4.2449817 |
| Mean | 11.767942 |
| Median Absolute Deviation (MAD) | 3.54 |
| Skewness | 1.3837783 |
| Sum | 14792.303 |
| Variance | 35.549504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.4 | 4 | 0.3% |
| 9.81 | 4 | 0.3% |
| 10.63 | 4 | 0.3% |
| 13.83 | 4 | 0.3% |
| 8.67 | 4 | 0.3% |
| 10.64 | 4 | 0.3% |
| 8.58 | 4 | 0.3% |
| 8.03 | 4 | 0.3% |
| 8.85 | 4 | 0.3% |
| 10.24 | 3 | 0.2% |
| Other values (915) | 1218 |
| Value | Count | Frequency (%) |
| 0.6 | 1 | |
| 0.61 | 1 | |
| 0.75 | 1 | |
| 0.78 | 1 | |
| 0.93 | 1 | |
| 0.99 | 1 | |
| 1.02 | 1 | |
| 1.37 | 1 | |
| 1.88 | 2 | |
| 1.98 | 1 |
| Value | Count | Frequency (%) |
| 51.08 | 1 | |
| 46.32 | 1 | |
| 45.59 | 1 | |
| 37.36 | 1 | |
| 36.95 | 1 | |
| 36.91 | 1 | |
| 36.52 | 1 | |
| 36.21 | 1 | |
| 35.98 | 1 | |
| 33.74 | 1 |
NeuC
Real number (ℝ)
High correlation 
| Distinct | 893 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9004972 |
| Minimum | 0.2 |
|---|---|
| Maximum | 50.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 3.028 |
| Q1 | 6.19 |
| median | 9.02 |
| Q3 | 12.73 |
| 95-th percentile | 19.12 |
| Maximum | 50.5 |
| Range | 50.3 |
| Interquartile range (IQR) | 6.54 |
Descriptive statistics
| Standard deviation | 5.3388792 |
|---|---|
| Coefficient of variation (CV) | 0.53925364 |
| Kurtosis | 5.1924321 |
| Mean | 9.9004972 |
| Median Absolute Deviation (MAD) | 3.25 |
| Skewness | 1.4794939 |
| Sum | 12444.925 |
| Variance | 28.503631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.4 | 5 | 0.4% |
| 5.73 | 5 | 0.4% |
| 7.66 | 5 | 0.4% |
| 8.65 | 5 | 0.4% |
| 9.07 | 5 | 0.4% |
| 5.85 | 4 | 0.3% |
| 7.95 | 4 | 0.3% |
| 7.83 | 4 | 0.3% |
| 7.18 | 4 | 0.3% |
| 7.93 | 4 | 0.3% |
| Other values (883) | 1212 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | |
| 0.28 | 1 | |
| 0.35 | 1 | |
| 0.44 | 1 | |
| 0.6 | 1 | |
| 0.72 | 1 | |
| 0.81 | 1 | |
| 0.92 | 1 | |
| 1.07 | 1 | |
| 1.21 | 1 |
| Value | Count | Frequency (%) |
| 50.5 | 1 | |
| 40.56 | 1 | |
| 39.59 | 1 | |
| 35.41 | 1 | |
| 34.17 | 1 | |
| 32.23 | 1 | |
| 31.21 | 1 | |
| 29.99 | 1 | |
| 29.63 | 1 | |
| 29 | 1 |
LymC
Real number (ℝ)
High correlation 
| Distinct | 264 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0345195 |
| Minimum | 0.005 |
|---|---|
| Maximum | 6.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0.005 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.55 |
| median | 0.86 |
| Q3 | 1.28 |
| 95-th percentile | 2.358 |
| Maximum | 6.97 |
| Range | 6.965 |
| Interquartile range (IQR) | 0.73 |
Descriptive statistics
| Standard deviation | 0.75575338 |
|---|---|
| Coefficient of variation (CV) | 0.73053566 |
| Kurtosis | 10.101207 |
| Mean | 1.0345195 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | 2.4827214 |
| Sum | 1300.391 |
| Variance | 0.57116317 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.46 | 22 | 1.8% |
| 0.58 | 20 | 1.6% |
| 0.61 | 18 | 1.4% |
| 0.6 | 15 | 1.2% |
| 0.76 | 15 | 1.2% |
| 0.62 | 15 | 1.2% |
| 0.63 | 15 | 1.2% |
| 0.49 | 14 | 1.1% |
| 0.95 | 14 | 1.1% |
| 0.75 | 14 | 1.1% |
| Other values (254) | 1095 |
| Value | Count | Frequency (%) |
| 0.005 | 1 | 0.1% |
| 0.04 | 1 | 0.1% |
| 0.07 | 1 | 0.1% |
| 0.1 | 1 | 0.1% |
| 0.11 | 3 | |
| 0.12 | 2 | |
| 0.13 | 2 | |
| 0.14 | 2 | |
| 0.15 | 3 | |
| 0.16 | 2 |
| Value | Count | Frequency (%) |
| 6.97 | 1 | |
| 5.8 | 1 | |
| 5.54 | 1 | |
| 5.38 | 1 | |
| 5.29 | 1 | |
| 5.03 | 1 | |
| 4.75 | 1 | |
| 4.62 | 2 | |
| 4.6 | 1 | |
| 4.53 | 1 |
EOC
Real number (ℝ)
Zeros 
| Distinct | 29 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.239459 |
| Minimum | 0 |
|---|---|
| Maximum | 410 |
| Zeros | 459 |
| Zeros (%) | 36.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 40 |
| 95-th percentile | 100 |
| Maximum | 410 |
| Range | 410 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 42.282799 |
|---|---|
| Coefficient of variation (CV) | 1.5522628 |
| Kurtosis | 14.641156 |
| Mean | 27.239459 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 3.0886798 |
| Sum | 34240 |
| Variance | 1787.8351 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 459 | |
| 10 | 273 | |
| 20 | 125 | 9.9% |
| 30 | 75 | 6.0% |
| 60 | 59 | 4.7% |
| 40 | 58 | 4.6% |
| 80 | 39 | 3.1% |
| 50 | 37 | 2.9% |
| 70 | 32 | 2.5% |
| 90 | 29 | 2.3% |
| Other values (19) | 71 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 459 | |
| 10 | 273 | |
| 20 | 125 | 9.9% |
| 30 | 75 | 6.0% |
| 40 | 58 | 4.6% |
| 50 | 37 | 2.9% |
| 60 | 59 | 4.7% |
| 70 | 32 | 2.5% |
| 80 | 39 | 3.1% |
| 90 | 29 | 2.3% |
| Value | Count | Frequency (%) |
| 410 | 1 | |
| 360 | 1 | |
| 320 | 1 | |
| 280 | 1 | |
| 250 | 1 | |
| 240 | 1 | |
| 230 | 2 | |
| 220 | 2 | |
| 210 | 2 | |
| 200 | 2 |
NLCR
Real number (ℝ)
High correlation 
| Distinct | 1211 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.116075 |
| Minimum | 0.48141264 |
|---|---|
| Maximum | 420.83333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0.48141264 |
|---|---|
| 5-th percentile | 3.2988235 |
| Q1 | 6.8834356 |
| median | 10.478261 |
| Q3 | 15.517241 |
| 95-th percentile | 28.731113 |
| Maximum | 420.83333 |
| Range | 420.35192 |
| Interquartile range (IQR) | 8.6338058 |
Descriptive statistics
| Standard deviation | 15.289946 |
|---|---|
| Coefficient of variation (CV) | 1.165741 |
| Kurtosis | 405.86527 |
| Mean | 13.116075 |
| Median Absolute Deviation (MAD) | 4.0420907 |
| Skewness | 16.081701 |
| Sum | 16486.907 |
| Variance | 233.78245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 6 | 0.5% |
| 12 | 3 | 0.2% |
| 22.76086957 | 3 | 0.2% |
| 11 | 3 | 0.2% |
| 16.33333333 | 2 | 0.2% |
| 6 | 2 | 0.2% |
| 18.34545455 | 2 | 0.2% |
| 9.6 | 2 | 0.2% |
| 4.581632653 | 2 | 0.2% |
| 24.32786885 | 2 | 0.2% |
| Other values (1201) | 1230 |
| Value | Count | Frequency (%) |
| 0.4814126394 | 1 | |
| 0.8694736842 | 1 | |
| 0.9884726225 | 1 | |
| 1.09375 | 1 | |
| 1.152380952 | 1 | |
| 1.217391304 | 1 | |
| 1.251162791 | 1 | |
| 1.294117647 | 1 | |
| 1.409937888 | 1 | |
| 1.670634921 | 1 |
| Value | Count | Frequency (%) |
| 420.8333333 | 1 | |
| 111.5 | 1 | |
| 106.0909091 | 1 | |
| 86.38095238 | 1 | |
| 75 | 1 | |
| 74.9 | 1 | |
| 68.05 | 1 | |
| 67 | 1 | |
| 62.25 | 1 | |
| 62.2 | 1 |
PLTC
Real number (ℝ)
| Distinct | 387 |
|---|---|
| Distinct (%) | 30.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 194.36197 |
| Minimum | 11 |
|---|---|
| Maximum | 854 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 48 |
| Q1 | 120 |
| median | 184 |
| Q3 | 247 |
| 95-th percentile | 392 |
| Maximum | 854 |
| Range | 843 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 107.59393 |
|---|---|
| Coefficient of variation (CV) | 0.55357501 |
| Kurtosis | 2.916258 |
| Mean | 194.36197 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 1.1856583 |
| Sum | 244313 |
| Variance | 11576.454 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 214 | 12 | 1.0% |
| 147 | 12 | 1.0% |
| 189 | 11 | 0.9% |
| 196 | 9 | 0.7% |
| 188 | 9 | 0.7% |
| 158 | 9 | 0.7% |
| 168 | 9 | 0.7% |
| 169 | 9 | 0.7% |
| 224 | 9 | 0.7% |
| 152 | 9 | 0.7% |
| Other values (377) | 1159 |
| Value | Count | Frequency (%) |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 2 | |
| 16 | 1 | |
| 18 | 2 | |
| 19 | 1 | |
| 23 | 2 | |
| 24 | 1 | |
| 26 | 2 |
| Value | Count | Frequency (%) |
| 854 | 1 | |
| 750 | 1 | |
| 665 | 1 | |
| 664 | 1 | |
| 655 | 1 | |
| 613 | 1 | |
| 607 | 1 | |
| 590 | 2 | |
| 579 | 1 | |
| 578 | 1 |
MPV
Real number (ℝ)
Zeros 
| Distinct | 63 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.127741 |
| Minimum | 0 |
|---|---|
| Maximum | 107 |
| Zeros | 19 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8.6 |
| Q1 | 9.4 |
| median | 10 |
| Q3 | 10.8 |
| 95-th percentile | 11.9 |
| Maximum | 107 |
| Range | 107 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 3.7224214 |
|---|---|
| Coefficient of variation (CV) | 0.36754707 |
| Kurtosis | 465.22193 |
| Mean | 10.127741 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 19.076686 |
| Sum | 12730.57 |
| Variance | 13.856421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 86 | 6.8% |
| 9.6 | 55 | 4.4% |
| 10.1 | 54 | 4.3% |
| 10.7 | 49 | 3.9% |
| 10.2 | 47 | 3.7% |
| 10.4 | 47 | 3.7% |
| 11 | 46 | 3.7% |
| 9.9 | 46 | 3.7% |
| 9.4 | 44 | 3.5% |
| 10.6 | 42 | 3.3% |
| Other values (53) | 741 |
| Value | Count | Frequency (%) |
| 0 | 19 | |
| 7.6 | 1 | 0.1% |
| 7.7 | 1 | 0.1% |
| 7.9 | 2 | 0.2% |
| 8 | 3 | 0.2% |
| 8.1 | 6 | 0.5% |
| 8.2 | 6 | 0.5% |
| 8.3 | 7 | 0.6% |
| 8.4 | 3 | 0.2% |
| 8.5 | 13 |
| Value | Count | Frequency (%) |
| 107 | 1 | 0.1% |
| 80.2 | 1 | 0.1% |
| 13.7 | 1 | 0.1% |
| 13.5 | 1 | 0.1% |
| 13.4 | 2 | 0.2% |
| 13.3 | 1 | 0.1% |
| 13.1 | 1 | 0.1% |
| 13 | 1 | 0.1% |
| 12.9 | 1 | 0.1% |
| 12.7 | 5 |
Group
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 441 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 441 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 441 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1257 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 441 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1257 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 441 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1257 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 816 | |
| 1 | 441 |
LOS-ICU
Real number (ℝ)
High correlation 
| Distinct | 50 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4359586 |
| Minimum | 1 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 18 |
| Maximum | 96 |
| Range | 95 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 8.5263312 |
|---|---|
| Coefficient of variation (CV) | 1.9220944 |
| Kurtosis | 36.265996 |
| Mean | 4.4359586 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.2049994 |
| Sum | 5576 |
| Variance | 72.698324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 2 | 182 | 14.5% |
| 3 | 104 | 8.3% |
| 4 | 64 | 5.1% |
| 5 | 60 | 4.8% |
| 7 | 27 | 2.1% |
| 6 | 21 | 1.7% |
| 9 | 17 | 1.4% |
| 10 | 15 | 1.2% |
| 8 | 14 | 1.1% |
| Other values (40) | 122 | 9.7% |
| Value | Count | Frequency (%) |
| 1 | 631 | |
| 2 | 182 | 14.5% |
| 3 | 104 | 8.3% |
| 4 | 64 | 5.1% |
| 5 | 60 | 4.8% |
| 6 | 21 | 1.7% |
| 7 | 27 | 2.1% |
| 8 | 14 | 1.1% |
| 9 | 17 | 1.4% |
| 10 | 15 | 1.2% |
| Value | Count | Frequency (%) |
| 96 | 1 | |
| 92 | 1 | |
| 84 | 1 | |
| 61 | 1 | |
| 59 | 1 | |
| 58 | 1 | |
| 55 | 2 | |
| 54 | 1 | |
| 52 | 1 | |
| 51 | 1 |
Mortality
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 1 | 129 | 10.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 1 | 129 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 1 | 129 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1257 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 1 | 129 | 10.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1257 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 1 | 129 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1257 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1128 | |
| 1 | 129 | 10.3% |
Interactions
Correlations
| APACHE II | Age | CRP | Diagnosis | EOC | Gender | Group | LOS-ICU | LymC | MPV | Mortality | NLCR | NeuC | PLTC | SOFA | WBCC | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| APACHE II | 1.000 | 0.480 | 0.372 | 0.427 | 0.167 | 0.085 | 0.510 | 0.537 | -0.177 | 0.056 | 0.593 | 0.070 | -0.112 | -0.128 | 0.666 | -0.108 |
| Age | 0.480 | 1.000 | 0.358 | 0.209 | 0.130 | 0.134 | 0.210 | 0.274 | -0.124 | 0.049 | 0.105 | 0.025 | -0.091 | 0.017 | 0.286 | -0.095 |
| CRP | 0.372 | 0.358 | 1.000 | 0.182 | 0.128 | 0.045 | 0.294 | 0.331 | -0.062 | -0.010 | 0.156 | 0.054 | 0.017 | 0.095 | 0.357 | 0.027 |
| Diagnosis | 0.427 | 0.209 | 0.182 | 1.000 | 0.140 | 0.000 | 0.487 | 0.213 | 0.043 | 0.029 | 0.325 | 0.043 | 0.117 | 0.070 | 0.361 | 0.114 |
| EOC | 0.167 | 0.130 | 0.128 | 0.140 | 1.000 | 0.042 | 0.000 | 0.146 | 0.193 | -0.034 | 0.106 | -0.294 | -0.142 | 0.112 | 0.162 | -0.086 |
| Gender | 0.085 | 0.134 | 0.045 | 0.000 | 0.042 | 1.000 | 0.000 | 0.000 | 0.097 | 0.000 | 0.014 | 0.000 | 0.000 | 0.099 | 0.084 | 0.000 |
| Group | 0.510 | 0.210 | 0.294 | 0.487 | 0.000 | 0.000 | 1.000 | 0.366 | 0.145 | 0.000 | 0.319 | 0.121 | 0.154 | 0.160 | 0.429 | 0.156 |
| LOS-ICU | 0.537 | 0.274 | 0.331 | 0.213 | 0.146 | 0.000 | 0.366 | 1.000 | -0.108 | -0.040 | 0.244 | 0.026 | -0.074 | -0.006 | 0.544 | -0.071 |
| LymC | -0.177 | -0.124 | -0.062 | 0.043 | 0.193 | 0.097 | 0.145 | -0.108 | 1.000 | -0.078 | 0.058 | -0.635 | 0.400 | 0.420 | -0.136 | 0.510 |
| MPV | 0.056 | 0.049 | -0.010 | 0.029 | -0.034 | 0.000 | 0.000 | -0.040 | -0.078 | 1.000 | 0.000 | 0.050 | -0.031 | -0.324 | 0.059 | -0.041 |
| Mortality | 0.593 | 0.105 | 0.156 | 0.325 | 0.106 | 0.014 | 0.319 | 0.244 | 0.058 | 0.000 | 1.000 | 0.079 | 0.145 | 0.088 | 0.623 | 0.085 |
| NLCR | 0.070 | 0.025 | 0.054 | 0.043 | -0.294 | 0.000 | 0.121 | 0.026 | -0.635 | 0.050 | 0.079 | 1.000 | 0.378 | -0.100 | 0.007 | 0.257 |
| NeuC | -0.112 | -0.091 | 0.017 | 0.117 | -0.142 | 0.000 | 0.154 | -0.074 | 0.400 | -0.031 | 0.145 | 0.378 | 1.000 | 0.374 | -0.133 | 0.980 |
| PLTC | -0.128 | 0.017 | 0.095 | 0.070 | 0.112 | 0.099 | 0.160 | -0.006 | 0.420 | -0.324 | 0.088 | -0.100 | 0.374 | 1.000 | -0.208 | 0.414 |
| SOFA | 0.666 | 0.286 | 0.357 | 0.361 | 0.162 | 0.084 | 0.429 | 0.544 | -0.136 | 0.059 | 0.623 | 0.007 | -0.133 | -0.208 | 1.000 | -0.125 |
| WBCC | -0.108 | -0.095 | 0.027 | 0.114 | -0.086 | 0.000 | 0.156 | -0.071 | 0.510 | -0.041 | 0.085 | 0.257 | 0.980 | 0.414 | -0.125 | 1.000 |
Missing values
Sample
| Age | Gender | Diagnosis | APACHE II | SOFA | CRP | WBCC | NeuC | LymC | EOC | NLCR | PLTC | MPV | Group | LOS-ICU | Mortality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 46 | E | M | 16 | 0 | 0.18 | 12.22 | 10.53 | 0.980 | 50 | 10.744898 | 164 | 9.7 | 0 | 7 | 0 |
| 1 | 46 | E | M | 7 | 0 | 0.15 | 14.92 | 11.91 | 2.120 | 10 | 5.617925 | 241 | 9.4 | 0 | 1 | 0 |
| 2 | 33 | K | M | 32 | 10 | 39.19 | 0.60 | 0.20 | 0.005 | 0 | 40.000000 | 14 | 8.9 | 1 | 54 | 1 |
| 3 | 76 | E | M | 25 | 4 | 17.81 | 14.82 | 13.49 | 2.800 | 20 | 4.817857 | 282 | 9.0 | 0 | 3 | 0 |
| 4 | 65 | E | EC | 14 | 0 | 27.55 | 8.18 | 7.15 | 0.410 | 40 | 17.439024 | 152 | 11.6 | 0 | 2 | 0 |
| 5 | 80 | E | M | 15 | 1 | 2.12 | 15.40 | 12.59 | 1.280 | 20 | 9.835938 | 280 | 11.0 | 1 | 1 | 0 |
| 6 | 23 | E | AC | 14 | 0 | 0.02 | 10.48 | 8.66 | 1.220 | 40 | 7.098361 | 176 | 10.0 | 0 | 1 | 0 |
| 7 | 53 | E | AC | 10 | 3 | 9.00 | 19.16 | 16.28 | 0.620 | 0 | 26.258065 | 280 | 10.8 | 0 | 1 | 0 |
| 8 | 81 | E | M | 11 | 0 | 2.01 | 15.31 | 13.58 | 1.200 | 0 | 11.316667 | 177 | 10.9 | 0 | 1 | 0 |
| 9 | 59 | K | M | 21 | 0 | 4.65 | 8.95 | 7.97 | 0.620 | 0 | 12.854839 | 299 | 9.3 | 0 | 15 | 0 |
| Age | Gender | Diagnosis | APACHE II | SOFA | CRP | WBCC | NeuC | LymC | EOC | NLCR | PLTC | MPV | Group | LOS-ICU | Mortality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1247 | 67 | E | M | 32 | 7 | 9.1 | 7.29 | 5.58 | 0.37 | 80 | 15.081081 | 118 | 9.0 | 1 | 17 | 1 |
| 1248 | 52 | E | EC | 7 | 0 | 0.1 | 16.71 | 13.92 | 1.63 | 10 | 8.539877 | 160 | 10.6 | 0 | 1 | 0 |
| 1249 | 59 | E | EC | 10 | 2 | 2.8 | 5.75 | 4.82 | 0.46 | 100 | 10.478261 | 120 | 9.7 | 0 | 1 | 0 |
| 1250 | 66 | E | M | 34 | 11 | 5.2 | 15.51 | 12.27 | 1.44 | 0 | 8.520833 | 190 | 10.6 | 1 | 1 | 1 |
| 1251 | 27 | E | EC | 5 | 0 | 0.1 | 19.63 | 15.84 | 2.05 | 10 | 7.726829 | 194 | 8.8 | 0 | 1 | 0 |
| 1252 | 41 | E | EC | 7 | 2 | 0.6 | 3.35 | 2.88 | 0.30 | 10 | 9.600000 | 46 | 11.4 | 0 | 1 | 0 |
| 1253 | 63 | E | M | 14 | 6 | 5.8 | 9.80 | 8.32 | 0.76 | 10 | 10.947368 | 132 | 11.3 | 1 | 3 | 0 |
| 1254 | 60 | E | M | 24 | 8 | 1.2 | 5.06 | 4.38 | 0.49 | 10 | 8.938776 | 256 | 8.0 | 0 | 3 | 1 |
| 1255 | 79 | E | EC | 15 | 4 | 3.3 | 21.23 | 19.54 | 0.42 | 10 | 46.523810 | 145 | 10.6 | 0 | 1 | 0 |
| 1256 | 31 | K | M | 16 | 5 | 2.0 | 8.40 | 6.69 | 0.76 | 20 | 8.802632 | 164 | 9.0 | 1 | 4 | 0 |